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ORCIDCCF Transactions on High Performance Computing, Volume 3
Volume 3, Number 1, March 2021
- Jifeng He, Chenggang Wu, Huawei Li, Yang Guo, Tao Li:
Editorial for the special issue on reliability and power efficiency for HPC. 1-3 - Dong Wen, Jingfei Jiang, Yong Dou, Jinwei Xu, Tao Xiao:
An energy-efficient convolutional neural network accelerator for speech classification based on FPGA and quantization. 4-16 - Zhe Han
, Jingfei Jiang, Jinwei Xu, Peng Zhang, Xiaoqiang Zhao, Dong Wen, Yong Dou:
A high-throughput scalable BNN accelerator with fully pipelined architecture. 17-30 - Shen Hou, Ding Deng, Zhenyu Wang, Jiahe Shi, Shaoqing Li, Yang Guo:
A dynamically configurable LFSR-based PUF design against machine learning attacks. 31-56 - Haoyi Wang, Yici Cai, Qiang Zhou:
A game theory approach for RTL security verification resources allocation. 57-69 - Zichen Xu, Gele Bai, Ao Cui, Shasha Wang:
Power-aware throughput control for containerized relational operation. 70-84 - Yibin Tang, Ying Wang, Huawei Li, Xiaowei Li:
To cloud or not to cloud: an on-line scheduler for dynamic privacy-protection of deep learning workload on edge devices. 85-100 - Dongrui Fan, Huawei Cao, Guobo Wang, Na Nie, Xiaochun Ye, Ninghui Sun:
Scalable and efficient graph traversal on high-throughput cluster. 101-113 - Yaohua Wang, Chen Li, Chang Liu, Sheng Liu, Yuanwu Lei, Jian Zhang, Yang Zhang, Yang Guo:
Advancing DSP into HPC, AI, and beyond: challenges, mechanisms, and future directions. 114-125
Volume 3, Number 2, June 2021
- Minyi Guo, Guihai Chen, Xiaofei Liao, Long Zheng:
Editorial for the special issue on high performance distributed computing. 127-128 - Zhenke Chen, Dingding Li, Zhiwen Wang, Hai Liu, Yong Tang:
RAMCI: a novel asynchronous memory copying mechanism based on I/OAT. 129-143 - Xin Li, Huijie Li, Youyou Lu, Yanchao Zhao, Xiaolin Qin:
Replica-aware data recovery performance improvement for Hadoop system with NVM. 144-156 - Haoyu Cai, Chao Wang, Xuehai Zhou:
Deployment and verification of machine learning tool-chain based on kubernetes distributed clusters. 157-170 - Qiang Qi, Fei Xu, Li Chen, Zhi Zhou:
Rationing bandwidth resources for mitigating network resource contention in distributed DNN training clusters. 171-185 - Ran Zheng, Lanlan Zhang, Hai Jin:
Pneumoconiosis identification in chest X-ray films with CNN-based transfer learning. 186-200 - Jianhui Jiang, Tao Wang, Zhen Wang:
Probability gate model based methods for approximate arithmetic circuits reliability estimation. 201-219
Volume 3, Number 3, September 2021
- Wei Xue, Haohuan Fu, Weile Jia, Guangming Tan:
Editorial for the special issue on large-scale AI in classical HPC environment and AI for science. 221-223 - Sha Liu, Jie Gao, Xin Liu, Zeqiang Huang, Tianyu Zheng:
Establishing high performance AI ecosystem on Sunway platform. 224-241 - Zhiyang Ding, Xiao Qin, Shu Yin:
Improving bioinformatics applications performance via active storage systems. 242-251 - Yang You, Jingyue Huang, Cho-Jui Hsieh, Richard W. Vuduc, James Demmel:
Communication-avoiding kernel ridge regression on parallel and distributed systems. 252-270 - Hao Bai, Xinbiao Gan, Tianjing Xu, Menghan Jia, Wen Tan, Juan Chen, Yiming Zhang:
VPC: Pruning connected components using vector-based path compression for Graph500. 271-285 - Yuechen Lu, Yuchen Luo, Haocheng Lian, Zhou Jin, Weifeng Liu:
Implementing LU and Cholesky factorizations on artificial intelligence accelerators. 286-297 - Ka Chun Cheung, Simon See:
Recent advance in machine learning for partial differential equation. 298-310 - Hua Chai, Zhongyue Zhang, Yi Wang, Yuedong Yang:
Predicting bladder cancer prognosis by integrating multi-omics data through a transfer learning-based Cox proportional hazards network. 311-319 - Simon See, Jeff Adie:
Challenges and opportunities for a hybrid modelling approach to earth system science. 320-329
Volume 3, Number 4, December 2021
- Yun Su, Jipeng Zhou, Jiangyong Ying, Mingyao Zhou, Bin Zhou:
Computing infrastructure construction and optimization for high-performance computing and artificial intelligence. 331-343 - Meiye Jiang, Congfan Bu, Jingyao Zeng, Zhenglin Du, Jing-Fa Xiao:
Applications and challenges of high performance computing in genomics. 344-352 - Zhongyuan Zhang, Yujia Tian, Aixia Yan:
SAR study on inhibitors of Hsp90α using machine learning methods. 353-364 - Masahiko Watanabe, Kuanjiu Zhou, Yicong Li, Zizhong Wang, Junyu Li:
EHSTM: a formal model of embedded software and research on several key issues. 365-382 - Jingbo Li, Xingjun Zhang, Zheng Wei, Jia Wei, Zeyu Ji:
Energy-aware task scheduling optimization with deep reinforcement learning for large-scale heterogeneous systems. 383-392 - Jianqi Shi, Jiawen Xiong, Yanhong Huang:
General past-time linear temporal logic specification mining. 393-406 - Patrick Zulian, Alena Kopanicáková, Maria Giuseppina Chiara Nestola, Andreas Fink, Nur Aiman Fadel, Joost VandeVondele, Rolf Krause:
Large scale simulation of pressure induced phase-field fracture propagation using Utopia. 407-426 - Hao Bai, Xinbiao Gan, Tianjing Xu, Menghan Jia, Wen Tan, Juan Chen, Yiming Zhang:
Correction to: VPC: Pruning connected components using vector-based path compression for Graph500. 427
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